Overview

Dataset Statistics

Number of Variables 6
Number of Rows 209
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 9.9 KB
Average Row Size in Memory 48.6 B
Variable Types
  • Numerical: 5
  • Categorical: 1

Dataset Insights

catorogy has constant length 1 Constant Length

Variables


compactness

numerical

Approximate Distinct Count 185
Approximate Unique (%) 88.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3344
Mean 0.871
Minimum 0.8081
Maximum 0.9183
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • compactness is skewed left (γ1 = -0.5328)

Quantile Statistics

Minimum 0.8081
5-th Percentile 0.8259
Q1 0.8567
Median 0.8735
Q3 0.8879
95-th Percentile 0.9054
Maximum 0.9183
Range 0.1102
IQR 0.0312

Descriptive Statistics

Mean 0.871
Standard Deviation 0.02369
Variance 0.00056103
Sum 182.0387
Skewness -0.5328
Kurtosis -0.1789
Coefficient of Variation 0.02719
  • compactness has 3 outliers

length_of_kernel

numerical

Approximate Distinct Count 187
Approximate Unique (%) 89.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3344
Mean 5.6279
Minimum 4.899
Maximum 6.675
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • length_of_kernel is skewed right (γ1 = 0.525)

Quantile Statistics

Minimum 4.899
5-th Percentile 5.0808
Q1 5.262
Median 5.52
Q3 5.98
95-th Percentile 6.4474
Maximum 6.675
Range 1.776
IQR 0.718

Descriptive Statistics

Mean 5.6279
Standard Deviation 0.444
Variance 0.1972
Sum 1176.229
Skewness 0.525
Kurtosis -0.8011
Coefficient of Variation 0.0789

width_of_kernel

numerical

Approximate Distinct Count 184
Approximate Unique (%) 88.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3344
Mean 3.2583
Minimum 2.63
Maximum 4.033
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • width_of_kernel is skewed right (γ1 = 0.1351)

Quantile Statistics

Minimum 2.63
5-th Percentile 2.6938
Q1 2.941
Median 3.232
Q3 3.562
95-th Percentile 3.8588
Maximum 4.033
Range 1.403
IQR 0.621

Descriptive Statistics

Mean 3.2583
Standard Deviation 0.3786
Variance 0.1433
Sum 680.995
Skewness 0.1351
Kurtosis -1.1085
Coefficient of Variation 0.1162

asymmetry_coefficient

numerical

Approximate Distinct Count 207
Approximate Unique (%) 99.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3344
Mean 3.7073
Minimum 0.7651
Maximum 8.456
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • asymmetry_coefficient is skewed right (γ1 = 0.3911)

Quantile Statistics

Minimum 0.7651
5-th Percentile 1.4672
Q1 2.587
Median 3.6
Q3 4.773
95-th Percentile 6.1786
Maximum 8.456
Range 7.6909
IQR 2.186

Descriptive Statistics

Mean 3.7073
Standard Deviation 1.5037
Variance 2.261
Sum 774.8212
Skewness 0.3911
Kurtosis -0.09223
Coefficient of Variation 0.4056
  • asymmetry_coefficient has 2 outliers

length_of_kernel_groove

numerical

Approximate Distinct Count 148
Approximate Unique (%) 70.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3344
Mean 5.409
Minimum 4.519
Maximum 6.55
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • length_of_kernel_groove is skewed right (γ1 = 0.5519)

Quantile Statistics

Minimum 4.519
5-th Percentile 4.7824
Q1 5.045
Median 5.224
Q3 5.877
95-th Percentile 6.273
Maximum 6.55
Range 2.031
IQR 0.832

Descriptive Statistics

Mean 5.409
Standard Deviation 0.4925
Variance 0.2425
Sum 1130.475
Skewness 0.5519
Kurtosis -0.8607
Coefficient of Variation 0.09105

catorogy

categorical

Approximate Distinct Count 3
Approximate Unique (%) 1.4%
Missing 0
Missing (%) 0.0%
Memory Size 13794

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 1
3rd row 1
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 209
  • The top 2 categories (2, 3) take over 50.0%
  • catorogy has words of constant length

Interactions

Correlations

Missing Values